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Can AI be used to address differences among products within the same category?

Nathan Rivera
April 15, 2024 at 8:52 am
I work in the furniture industry with thousands of products and continuous new product listings.   Consumers often inquire about variations in materials and sizes between similar pieces of furniture, placing a significant burden on my support team. Generating comparison pages for every query we receive is unfeasible due to the volume of requests.   Given the potential of AI to suggest comparable items, could it also be leveraged to pinpoint disparities among products and present these distinctions to consumers? Such a system can alleviate my workload significantly and potentially reduce bounce rates as well.
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Export using screen layout

mlee
October 2, 2024 at 6:46 pm
When exporting, it would be handy if there was a third Data Format option.  In addition to Standard and Custom, something like “Same as current display” or something like that.  An option that would create the csv or xlsx file with the same columns in the same order that are displayed in the current view on the web page. I find myself adding or removing columns in the dashboard in order to see what I want to look at but, if I want to then export it, I need to either recreate the view again in the export wizard (which isn’t always even possible) or export it standard and move stuff around in excel. 
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Value Log for Orders In Transit

Nicholas Brusseler
August 7, 2026 at 6:01 pm
I want to be able to show values and total value of anything that is currently in transit, out for delivery and delivered so i can manage my insurance process of total value out at a given time 
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Fix phone number issues

Nick Lehner
July 28, 2026 at 4:39 pm
Some customers enter +1 before their phone number when requesting a return or exchange. This causes the shipping label to fail to generate and creates frustration for the customer and extra work for me. I would like the system to correct the phone number to allow successful label generation.
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Provide an option for the customers to edit the post shipment review in the AfterShip tracking

Jason Ma
March 10, 2025 at 3:22 pm
Requesting to provide an option for the end consumers to edit the review on the AfterShip tracking page after the product is being delivered.    Currently, the customers are able to leave the review but unable to edit them. 
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Perhaps AI can help me select videos to showcase?

Ella Green
July 1, 2024 at 9:30 pm
The same videos are displayed to shoppers on my collection page or recommendation widgets. I want greater exposure to alternative products and videos, but selecting which ones to display and updating them regularly feels overwhelming.   Furthermore, testing to determine which video garners the most traffic is even more challenging. I have no idea if my efforts will result in sales. If only there is a tool could help!
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How does AEDD algorithm account for extreme weather?

Aurora Bryant
February 25, 2024 at 6:52 pm
Honestly, this would help us to ease our shoppers through possible delays proactively.
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personalize reporting and scheduling

nailin yang
July 16, 2025 at 9:05 am
Our warehouse needs to know how many returns were requested on a daily basis so they can plan their resources accordingly. but it is not an option for now. It would be nice if we could build our own reports and schedule it. 
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Select multiple Stores in Returns Analytics

Lasma Martinsone
February 13, 2026 at 11:38 am
Currently it's possible to view returns analytics only per 1 store at a time. It would be great to be able to select multiple stores and have a consolidated view on returns. 
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Allow order editing permissions to be configured per country

Roqeeb Olaniyi
September 15, 2026 at 10:42 pm
We'd like the ability to restrict which order-editing options are available on a per-country basis, rather than applying the same set of options globally.   Many merchants work with regional checkout or fulfillment partners (e.g. Global-E) that prohibit certain order changes after an order is placed in specific countries. For example, a merchant might need to limit editing to only "apply discount code" and "cancel order" for a subset of countries, while keeping the full set of editing options available everywhere else.   Being able to configure order-editing permissions by country/region would help merchants stay compliant with regional partner restrictions without giving up flexibility in other markets.
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